3 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.AI2025★ 3 cited
One for All: A General Framework of LLMs-based Multi-Criteria Decision Making on Human Expert Level
Hui Wang, Fafa Zhang, Chaoxu Mu
Multi-Criteria Decision Making~(MCDM) is widely applied in various fields, using quantitative and qualitative analyses of multiple levels and attributes to support decision makers…
eess.SY2025
TSS GAZ PTP: Towards Improving Gumbel AlphaZero with Two-stage Self-play for Multi-constrained Electric Vehicle Routing Problems
Hui Wang, Xufeng Zhang, Xiaoyu Zhang +2
Recently, Gumbel AlphaZero~(GAZ) was proposed to solve classic combinatorial optimization problems such as TSP and JSSP by creating a carefully designed competition model~(consisti…
cs.LG2025
Reducing Action Space for Deep Reinforcement Learning via Causal Effect Estimation
Wenzhang Liu, Lianjun Jin, Lu Ren +2
Intelligent decision-making within large and redundant action spaces remains challenging in deep reinforcement learning. Considering similar but ineffective actions at each step ca…